FerroxLabs

@ferroxlabs source repo

4.8k skills
0 followers
37 repo stars
4 weeks ago last updated

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Writing Prompt Response 2 · ferroxlabs
Responds to writing prompts with crafted creative pieces that honor the prompt's constraints while demonstrating narrative skill. Produces focused creative responses in any genre. Use when the user provides a writing prompt, creative prompt, story starter, or asks for a creative writing exercise response. Do NOT use for full short stories (use short-story-writing), flash fiction under 1,000 words with specific formal constraints (use flash-fiction), or poetry prompts (use poetry-writing).

37 repo stars
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Ace System Design Interviews 2 · ferroxlabs
Comprehensive preparation workflow for system design interviews at top technology companies. Covers mastering fundamentals like scalability and distributed systems, learning common design patterns, structured practice with real problems, mock interviews with feedback, and peak performance strategies for interview day. Use when the user wants to ace system design interviews or needs a structured multi-step process for this goal. Do NOT use when the request is a single-step task or requires professional advice beyond educational guidance.

37 repo stars
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Devops Pipeline From Scratch 2 · ferroxlabs
End-to-end workflow for building a complete DevOps pipeline from an empty repository through CI/CD, infrastructure as code, monitoring, alerting, and incident response. Covers the full lifecycle from first commit to production-grade operations. Use when the user wants to devops pipeline from scratch or needs a structured multi-step process for this goal. Do NOT use when the request is a single-step task or requires professional advice beyond educational guidance.

37 repo stars
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Performance Engineer 2 · ferroxlabs
Becomes a senior performance engineer who identifies bottlenecks, designs optimization strategies, and conducts load testing using systematic profiling and benchmarking methodology. Use when the user needs performance analysis, load testing, bottleneck identification, latency optimization, or capacity planning. Do NOT use when writing new application features, conducting security audits, or designing system architecture from scratch.

37 repo stars
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Incident Commander 2 · ferroxlabs
Becomes a senior site reliability engineering lead who commands incident response by coordinating investigation, communication, and remediation across specialist agents. Use when the user faces a production outage, service degradation, security breach, or any urgent operational event requiring structured response coordination. Do NOT use when the user needs routine monitoring setup (use devops-engineer), post-incident process improvement without an active incident, or sprint facilitation (use sprint-facilitator).

37 repo stars
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Sprint Facilitator 2 · ferroxlabs
Becomes a senior agile coach who facilitates sprint ceremonies, tracks velocity, and drives impediment resolution for software development teams. Use when the user needs sprint planning, daily standup facilitation, retrospective guidance, velocity analysis, or sprint reporting. Do NOT use when the user needs multi-agent pipeline coordination (use team-coordinator), incident response management (use incident-commander), or hands-on coding and architecture work.

37 repo stars
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Nlp Engineer 2 · ferroxlabs
NLP processing covering tokenization, named entity recognition, sentiment analysis, text classification, summarization, topic modeling, language detection, text preprocessing, transformer architecture, and Hugging Face pipeline usage. Use when the user asks about nlp engineer, nlp engineer best practices, or needs guidance on nlp engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Redis Specialist 2 · ferroxlabs
Comprehensive Redis expertise covering all data structures (strings, hashes, lists, sets, sorted sets, streams), pub/sub messaging, Lua scripting, Redis Cluster architecture, Sentinel high availability, persistence strategies (RDB/AOF), memory optimization techniques, and common application patterns including caching, sessions, rate limiting, leaderboards, and distributed locking. Use when the user asks about redis specialist, redis specialist best practices, or needs guidance on redis specialist implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Supabase Builder 2 · ferroxlabs
Supabase platform expert covering PostgreSQL database design, Row Level Security policies, real-time subscriptions, auth configuration, storage buckets, edge functions, PostgREST API patterns, database migrations, and full-stack application architecture on the Supabase platform. Use when the user asks about supabase builder, supabase builder best practices, or needs guidance on supabase builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Ab Test Design 2 · ferroxlabs
Designs A/B tests with hypothesis, control and variant definitions, primary metric, sample size calculation, test duration, and analysis plan using experimentation methodology. Use when the user asks about A/B testing, experiment design, split testing, hypothesis testing, or controlled experiments. Do NOT use for statistical analysis of completed tests (use a statistics skill), survey design (use employee-survey or user-research-plan), or feature prioritization (use prioritization-framework).

37 repo stars
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Mvp Definition 2 · ferroxlabs
Defines a minimum viable product with problem statement, core functionality scope, explicit exclusions, success metrics, and validation approach using MVP methodology. Use when the user asks about MVP definition, minimum viable product, scoping an MVP, what to build first, or lean product development. Do NOT use for idea validation experiments (use idea-validation), Lean Canvas creation (use lean-canvas), or feature specification (use feature-spec).

37 repo stars
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Unit Economics 2 · ferroxlabs
Calculates unit economics for a business including customer acquisition cost (CAC), lifetime value (LTV), LTV/CAC ratio, payback period, and gross margin per unit. Use when the user asks about unit economics, CAC, LTV, customer lifetime value, payback period, or cost per acquisition. Do NOT use for full financial modeling (use financial-model-structure), personal finance calculations, or investment analysis.

37 repo stars
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Comic Book Creator 2 · ferroxlabs
Complete comic book creation guidance covering panel layout, sequential storytelling, character design, lettering, page composition, script formatting, inking techniques, coloring approaches, and distribution options for both print and digital publication. Use when the user asks about comic book creator or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Spoken Word Artist 2 · ferroxlabs
Expert spoken word poetry guidance covering writing techniques, performance delivery, open mic navigation, recording and publishing, slam competition strategy, and building an audience for your voice. Use when the user asks about spoken word artist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of spoken word artist or requires a different specialized skill.

37 repo stars
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Voice Acting Coach 2 · ferroxlabs
Voice acting coaching assistant covering character voice development, vocal technique, recording setup and acoustics, audition preparation, demo reel creation, industry navigation for animation, video games, audiobooks, and commercial work, plus self-direction and performance skills for voice actors at every level. Use when the user asks about voice acting coach, or needs help with voice acting coaching assistant covering character voice development, vocal technique, recording setup and acoustics, audition preparation, demo reel creation, industry navigation for animation, video games, audiobooks, and commercial work, plus self-direction and performance skills for voice actors at every level. Do NOT use when the request requires professional specialized advice or falls outside the scope of voice acting coach.

37 repo stars
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Dashboard Designer 2 · ferroxlabs
Guide for designing effective analytical dashboards using Metabase, Grafana, and Looker including design principles, KPI selection, layout patterns, interactivity, and stakeholder-driven dashboard strategy. Use when the user asks about dashboard designer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dashboard designer or requires a different specialized skill.

37 repo stars
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Data Catalog Setup 2 · ferroxlabs
Produces a data catalog structure with table documentation templates, column-level lineage format, and governance tagging taxonomy. Outputs a complete catalog specification for organizing and discovering data assets across an organization. Use when the user asks to set up a data catalog, document their data assets, create a data dictionary, or establish data governance metadata standards. Do NOT use for data schema design (use data-schema-design), data quality rule definitions (use data-quality-rules), or ETL pipeline documentation (use etl-pipeline-design).

37 repo stars
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Data Quality Rules 2 · ferroxlabs
Produces a data quality rule set defining completeness, validity, consistency, accuracy, and uniqueness rules for each field in a dataset. Includes threshold values and alert conditions for automated monitoring. Use when the user asks to define data quality checks, set up data validation rules, create a data quality framework, or establish thresholds for data integrity monitoring. Do NOT use for spreadsheet-level input validation (use data-validation-setup), ETL pipeline design (use etl-pipeline-design), or data cleaning operations (use data-cleaning-protocol).

37 repo stars
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Data Schema Design 2 · ferroxlabs
Produces a relational or dimensional data schema with entities, attributes, data types, keys, relationships, normalization decisions with rationale, and a schema diagram description. Outputs a complete schema specification ready for implementation. Use when the user asks to design a database schema, define tables and relationships, model data entities, or plan a data structure for a new system or analytics layer. Do NOT use for data warehouse star/snowflake design (use data-warehouse-design), ETL pipeline logic (use etl-pipeline-design), or application code database migrations (that is software engineering).

37 repo stars
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Geospatial Analyst 2 · ferroxlabs
Geospatial analysis expertise covering GIS fundamentals, spatial data types and coordinate systems, spatial queries and joins, mapping libraries (Folium, Kepler.gl, Mapbox), geocoding, raster and vector data processing, spatial statistics, and building interactive geographic visualizations for data-driven decision making. Use when the user asks about geospatial analyst, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of geospatial analyst or requires a different specialized skill.

37 repo stars
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Hypothesis Testing 2 · ferroxlabs
Walks through hypothesis testing for a specific business question. Defines null and alternative hypotheses, selects the specific test (t-test, chi-square, ANOVA, Mann-Whitney), specifies the decision rule, and interprets the result in plain language. Use when the user wants to determine if a difference, trend, or relationship in their data is statistically meaningful or likely due to chance. Do NOT use for exploratory data profiling (use eda-framework), correlation without causation testing (use correlation-analysis), or building predictive models (use regression-guide).

37 repo stars
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Qualitative Coding 2 · ferroxlabs
Produces a qualitative coding scheme for interview transcripts or open-text survey responses. Includes initial code list, code definitions, example quotes per code, inter-rater reliability protocol, and thematic synthesis template. Use when the user asks to analyze interview data, code open-ended survey responses, build a coding scheme for qualitative research, or synthesize themes from text data. Do NOT use for survey design (use survey-design), automated sentiment analysis (use sentiment-analysis-guide), or large-scale text mining (use text-mining-protocol).

37 repo stars
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Research Synthesis 2 · ferroxlabs
Synthesizes multiple sources into a structured research summary: source quality assessment, finding extraction, theme identification, evidence strength rating, and contradiction mapping. Produces a research brief, not a literature review. Use when the user asks to summarize findings from multiple reports, articles, or studies, compare conclusions across sources, identify consensus and disagreement in research, or produce an evidence-based brief for decision-making. Do NOT use for qualitative coding of interview data (use qualitative-coding), automated text mining of large corpora (use text-mining-protocol), or designing original research surveys (use survey-design).

37 repo stars
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CSV Transformer 2 · ferroxlabs
Expert data format transformation covering CSV parsing edge cases, encoding detection, JSON/XML/Parquet/Avro conversion, data type inference, schema validation, large file handling with streaming parsers, delimiter detection, and handling of malformed data across all common data interchange formats. Use when the user asks about csv transformer, csv transformer best practices, or needs guidance on csv transformer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Mens Style Guide 2 · ferroxlabs
Comprehensive men's style guidance including fit principles, wardrobe essentials, grooming basics, style evolution, and building a functional personal aesthetic. Use when the user asks about mens style guide, or needs help with comprehensive men's style guidance including fit principles, wardrobe essentials, grooming basics, style evolution, and building a functional personal aesthetic. Do NOT use when the request requires professional specialized advice or falls outside the scope of mens style guide.

37 repo stars
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Occasion Dresser 2 · ferroxlabs
Event-specific dressing guidance including dress code interpretation, outfit planning for formal and casual occasions, accessorizing strategies, and confidence-building style advice. Use when the user asks about occasion dresser, or needs help with event-specific dressing guidance including dress code interpretation, outfit planning for formal and casual occasions, accessorizing strategies, and confidence-building style advice. Do NOT use when the request requires professional specialized advice or falls outside the scope of occasion dresser.

37 repo stars
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Video Storyboard 2 · ferroxlabs
Produces a video storyboard as a shot-by-shot table with shot type, camera movement, subject action, audio notes, and duration for each shot. Use when the user asks to create a storyboard, plan video shots, build a shot list, or visualize a video sequence before filming. Do NOT use for writing video dialogue or narration (use video-script-writing), YouTube metadata strategy (use youtube-video-strategy), or short-form video hooks (use short-form-video-planning).

37 repo stars
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Wardrobe Planner 2 · ferroxlabs
Capsule wardrobe builder covering capsule wardrobe methodology, core pieces identification, color palette selection, mix-and-match optimization, seasonal capsule rotation, shopping list generation, wardrobe audit process, cost-per-wear analysis, and minimalist dressing strategies. Use when the user asks about wardrobe planner, or needs help with capsule wardrobe builder covering capsule wardrobe methodology, core pieces identification, color palette selection, mix-and-match optimization, seasonal capsule rotation, shopping list generation, wardrobe audit process, cost-per-wear analysis, and minimalist dressing strategies. Do NOT use when the request requires professional specialized advice or falls outside the scope of wardrobe planner.

37 repo stars
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Gitops Practitioner 2 · ferroxlabs
GitOps expertise covering ArgoCD, Flux, declarative infrastructure management, drift detection and reconciliation, environment promotion strategies, secrets in GitOps, multi-cluster management, and progressive delivery with GitOps workflows. Use when the user asks about gitops practitioner, gitops practitioner best practices, or needs guidance on gitops practitioner implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Kubernetes Operator 2 · ferroxlabs
Kubernetes orchestration. Pod design patterns, deployments/statefulsets/daemonsets, service types, ingress configuration, ConfigMaps/Secrets, RBAC, HPA/VPA, resource limits, helm charts, kustomize, troubleshooting pods. Use when the user asks about kubernetes operator, kubernetes operator best practices, or needs guidance on kubernetes operator implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Monitoring Alerting 2 · ferroxlabs
Guides expert-level monitoring and alerting implementation: debugging and architecture decision frameworks, production-ready patterns, and concrete templates for monitoring alerting workflows. Use when the user asks about monitoring and alerting, monitoring alerting configuration, or devops best practices for monitoring projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

37 repo stars
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Monitoring Engineer 2 · ferroxlabs
Observability and monitoring. Three pillars (metrics, logs, traces), SLI/SLO/SLA definition, alerting strategy, dashboard design, Prometheus/Grafana setup, distributed tracing (OpenTelemetry), on-call practices, incident management. Use when the user asks about monitoring engineer, monitoring engineer best practices, or needs guidance on monitoring engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Active Recall Practice 2 · ferroxlabs
Creates active recall self-test question sets from study material for learners. Generates specific, varied questions that force retrieval rather than passive re-reading, with verification answers -- producing the actual practice materials, not advice about active recall. Use when a learner asks to create practice questions, self-test materials, or retrieval practice exercises from their study content. Do NOT use for spaced repetition scheduling (use `spaced-repetition`), for flashcard creation (use `flashcard-generation`), or for exam-format practice (use `exam-practice`).

37 repo stars
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Annotated Bibliography 2 · ferroxlabs
Creates annotated bibliography entries with summary, evaluation, and relevance notes for learners compiling research sources. Produces complete annotated entries -- not a guide on what annotated bibliographies are. Use when a learner asks to create an annotated bibliography, write source annotations, summarize and evaluate sources for a research project. Do NOT use for finding sources (use `literature-search`), for evaluating single sources (use `source-evaluation`), or for citation formatting only (use `citation-management`).

37 repo stars
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Edtech Product Builder 2 · ferroxlabs
Comprehensive guide to building education technology products covering LMS integration, accessibility compliance, engagement mechanics, assessment design, learning science foundations, and go-to-market strategy for education markets. Use when the user asks about edtech product builder, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of edtech product builder or requires a different specialized skill.

37 repo stars
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Thought Experiment Lab 2 · ferroxlabs
Interactive exploration of classic and original philosophical thought experiments, with structured analysis methodology, scenario construction techniques, discussion facilitation guides, and exercises for developing philosophical reasoning through hypothetical scenario analysis. Use when the user asks about thought experiment lab, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of thought experiment lab or requires a different specialized skill.

37 repo stars
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Contest Strategist 2 · ferroxlabs
Guides competitive programming contest strategy including time management, problem selection, debugging under pressure, rating improvement, and practice planning Use when the user asks about contest strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of contest strategist or requires a different specialized skill.

37 repo stars
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Firmware Developer 2 · ferroxlabs
Guides bare metal and RTOS firmware development including bootloader design, OTA updates, peripheral drivers, and production firmware practices Use when the user asks about firmware developer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of firmware developer or requires a different specialized skill.

37 repo stars
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Iot Sensor Network 2 · ferroxlabs
Guides design and deployment of mesh sensor networks including data collection, power management, communication protocols, and fleet management Use when the user asks about iot sensor network, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of iot sensor network or requires a different specialized skill.

37 repo stars
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Gift Finder 2 · ferroxlabs
Gift recommendation engine with suggestions by relationship, occasion, budget, and interests, plus experience gift ideas, DIY options, group gift coordination, gift registry creation, wrapping ideas, and card message templates. Use when the user asks about gift finder, or needs help with gift recommendation engine with suggestions by relationship, occasion, budget, and interests, plus experience gift ideas, diy options, group gift coordination, gift registry creation, wrapping ideas, and card message templates. Do NOT use when the request requires professional specialized advice or falls outside the scope of gift finder.

37 repo stars
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House Buyer 2 · ferroxlabs
End-to-end home purchase guide covering financial readiness assessment, mortgage pre-approval, house hunting strategy, making offers, home inspection, closing process, first-time buyer programs, and moving coordination. Use when the user asks about house buyer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Dyslexia Toolkit 2 · ferroxlabs
Assistive technology recommendations, reading strategies, study aids, font and formatting tips, and practical approaches for navigating a text-heavy world with dyslexia. Use when the user asks about dyslexia toolkit, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dyslexia toolkit or requires a different specialized skill.

37 repo stars
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Home Gym Advisor 2 · ferroxlabs
Home gym setup guide covering budget-tier equipment recommendations, space planning, essential vs nice-to-have equipment, flooring options, storage solutions, equipment maintenance, workout programs for home equipment, and apartment-friendly options. Use when the user asks about home gym advisor, or needs help with home gym setup guide covering budget-tier equipment recommendations, space planning, essential vs nice-to-have equipment, flooring options, storage solutions, equipment maintenance, workout programs for home equipment, and apartment-friendly options. Do NOT use when the request requires professional medical advice or falls outside the scope of home gym advisor.

37 repo stars
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Meditation Coach 2 · ferroxlabs
Guided meditation and mindfulness coaching system offering structured programs from beginner to advanced, spanning multiple traditions including Vipassana, Zen, and loving-kindness. Includes breathwork techniques, guided scripts, habit-building strategies, and progressive training plans. Use when the user asks about meditation coach, or needs help with guided meditation and mindfulness coaching system offering structured programs from beginner to advanced, spanning multiple traditions including vipassana, zen, and loving-kindness. Do NOT use when the request requires professional medical advice or falls outside the scope of meditation coach.

37 repo stars
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Mobility Fitness 2 · ferroxlabs
Exercise guide for older adults covering fall prevention, balance training, flexibility programs, low-impact cardio, strength maintenance, chair exercises, walking programs, and aquatic exercise for maintaining independence and quality of life. Use when the user asks about mobility fitness, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of mobility fitness or requires a different specialized skill.

37 repo stars
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Sports Nutrition 2 · ferroxlabs
Athletic nutrition guide covering macronutrient ratios for different sports, nutrient timing around training, hydration strategies, supplement evaluation, recovery nutrition, body composition management, meal planning for athletes, competition day fueling, and sport-specific nutrition protocols. Use when the user asks about sports nutrition, or needs help with athletic nutrition guide covering macronutrient ratios for different sports, nutrient timing around training, hydration strategies, supplement evaluation, recovery nutrition, body composition management, meal planning for athletes, competition day fueling, and sport-specific nutrition protocols. Do NOT use when the request requires professional medical advice or falls outside the scope of sports nutrition.

37 repo stars
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Antique Appraiser 2 · ferroxlabs
Guide to antique identification and appraisal covering authentication methods, valuation factors, market analysis, condition assessment, and navigating the antiques marketplace for buyers, sellers, and collectors. Use when the user asks about antique appraiser, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of antique appraiser or requires a different specialized skill.

37 repo stars
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Coffee Enthusiast 2 · ferroxlabs
Guide to specialty coffee including brewing methods, grind size, water temperature, bean selection, home roasting, cupping technique, and equipment recommendations. Use when the user asks about coffee enthusiast or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Watercolor Basics 2 · ferroxlabs
Teaches beginner watercolor painting techniques: wet-on-wet and wet-on-dry application methods, flat, graded, and variegated washes, value studies using a single color, color mixing fundamentals, and common mistake prevention. Includes a materials checklist and a technique sequence building from basic washes to a first complete painting. Use when the user wants to start watercolor painting, asks about wash techniques, watercolor materials, or color mixing with watercolors. Do NOT use for drawing fundamentals (use drawing-fundamentals-beginner), oil or acrylic painting techniques, or professional illustration.

37 repo stars
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Composting System 2 · ferroxlabs
Designs a home composting system covering bin, pile, and tumbler options with brown-to-green ratios (25-30:1 carbon to nitrogen), turning schedules, and troubleshooting for common problems like odor and slow decomposition. Produces a composting plan with material lists and maintenance schedule. Use when the user asks about starting composting, choosing a compost method, what can be composted, compost ratios, or troubleshooting a compost pile. Do NOT use for commercial-scale composting, vermicomposting (worm bin) specifics, or municipal composting programs.

37 repo stars
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Dinner Party Host 2 · ferroxlabs
Plan and execute memorable dinner parties from menu planning with dietary accommodations through timing and prep timelines, table setting from formal to casual, conversation facilitation, wine selection and pairing, ambiance creation with lighting and music, make-ahead strategies, and managing hosting anxiety. Use when the user asks about dinner party host, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of dinner party host or requires a different specialized skill.

37 repo stars
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Food Preservation 2 · ferroxlabs
Master food preservation methods including water bath canning for high-acid foods, pressure canning for low-acid foods, fermentation of sauerkraut, kimchi, and kombucha, dehydrating, freezing, and brining. Covers safety guidelines for botulism prevention, USDA-tested recipes, equipment needs, and a seasonal preservation calendar. Use when the user asks about food preservation, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of food preservation or requires a different specialized skill.

37 repo stars
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Grocery Optimizer 2 · ferroxlabs
Smart grocery shopping optimization system that helps reduce spending through budget-based strategies, aisle-organized shopping lists, unit price comparison, seasonal produce guidance, bulk buying analysis, and food waste reduction techniques. Includes pantry staples checklists and store brand vs name brand analysis. Use when the user asks about grocery optimizer, or needs help with smart grocery shopping optimization system that helps reduce spending through budget-based strategies, aisle-organized shopping lists, unit price comparison, seasonal produce guidance, bulk buying analysis, and food waste reduction techniques. Do NOT use when the request requires professional specialized advice or falls outside the scope of grocery optimizer.

37 repo stars
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Indoor Plant Care 2 · ferroxlabs
Guides the selection and care of indoor houseplants based on available light, humidity, and maintenance commitment. Covers light requirements by plant type, watering frequency, humidity needs, and common houseplant selection by growing conditions. Use when the user asks about caring for houseplants, choosing plants for specific rooms, watering schedules, light requirements for indoor plants, or how to keep houseplants alive. Do NOT use for outdoor garden plants (use vegetable-garden-planning or seasonal-planting-calendar), plant disease diagnosis (use plant-care-troubleshooting), or commercial greenhouse management.

37 repo stars
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Interior Designer 2 · ferroxlabs
Interior design advisor covering room layout principles, color theory, furniture arrangement, lighting design, style identification, budget decorating, small space optimization, and room-by-room design guidance. Use when the user asks about interior designer, or needs help with interior design advisor covering room layout principles, color theory, furniture arrangement, lighting design, style identification, budget decorating, small space optimization, and room-by-room design guidance. Do NOT use when the request requires professional specialized advice or falls outside the scope of interior designer.

37 repo stars
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Move In Checklist 2 · ferroxlabs
Complete moving checklist with timelines - utility setup, address changes, essential purchases, packing strategy, and first-week tasks organized by priority. Use when the user asks about move in checklist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of move in checklist or requires a different specialized skill.

37 repo stars
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Renovation Budget 2 · ferroxlabs
Creates detailed home renovation budgets with cost-per-square-foot estimates by project type, contingency calculations, and cost-versus-value analysis. Produces a line-item budget table with material, labor, and contingency breakdowns. Use when the user asks about renovation costs, remodeling budgets, home improvement estimates, kitchen or bathroom remodel pricing, or how much a renovation will cost. Do NOT use for new construction budgets, commercial renovation, real estate investment analysis, or interior decorating without structural changes (use interior-design-principles instead).

37 repo stars
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Tile Installation 2 · ferroxlabs
Guides the user through tile installation from layout planning through grouting, covering substrate preparation, mortar selection, cutting techniques, and when to hire a professional. Produces a project plan with material list, time estimates, and step-by-step instructions. Use when the user asks about installing tile, tiling a floor or wall, choosing mortar or grout, tile layout planning, or whether a tile project is DIY-appropriate. Do NOT use for selecting flooring type (use flooring-selection instead), removing existing tile, or heated floor installation under tile.

37 repo stars
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Nda Clause Explainer 2 · ferroxlabs
Provides a clause-by-clause breakdown of non-disclosure agreements (NDAs), explaining what each provision means, common variations, red flags, and questions to ask before signing. Covers mutual vs. unilateral NDAs, definition of confidential information, exclusions, term, remedies, and non-solicitation riders. Use when the user has an NDA to review, wants to understand NDA terminology, or needs to prepare questions for an attorney about a confidentiality agreement. Do NOT use for drafting NDAs, advising whether to sign, or reviewing other contract types (use contract-basics-explainer for general contracts).

37 repo stars
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Startup Legal Basics 2 · ferroxlabs
Foundational legal guidance for technology startups covering entity formation, equity structures, vesting schedules, intellectual property protection, co-founder agreements, contractor vs. employee classification, terms of service, privacy policies, and common contract terms. Includes templates and checklists for each legal milestone. Use when the user asks about startup legal basics, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of startup legal basics or requires a different specialized skill.

37 repo stars
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Brand Strategist 2 · ferroxlabs
Brand strategy development including brand identity framework, voice and tone development, positioning statements, visual identity guidelines, brand storytelling, brand architecture, brand auditing, rebranding processes, and cross-channel consistency. Use when the user asks about brand strategist or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Content Calendar 2 · ferroxlabs
Content calendar creation and editorial planning including content pillar strategy, editorial templates, content type mix, publishing cadence, social media scheduling, content repurposing, seasonal planning, content briefs, and performance tracking. Use when the user asks about content calendar or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Influencer Brief 2 · ferroxlabs
Produces a completed creator/influencer brief with brand context, campaign goal, content guidance, deliverables, and dos/don'ts for influencer marketing partnerships. Use when the user asks to create an influencer brief, plan a creator collaboration, write guidelines for sponsored content, or structure an influencer marketing partnership. Do NOT use for PR media pitches (use pr-pitch), social media strategy (use social-media-strategy), or paid ad copy written in-house (use paid-ad-copy).

37 repo stars
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Podcast Producer 2 · ferroxlabs
Complete podcast production from concept development through recording, editing, distribution, and monetization including equipment recommendations, growth strategies, and sponsor acquisition workflows. Use when the user asks about podcast producer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.

37 repo stars
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Debt Strategist 2 · ferroxlabs
Strategic debt payoff planning using proven methods including the debt snowball, avalanche method, consolidation analysis, balance transfer evaluation, and specialized strategies for student loans and mortgages. Calculates payoff timelines and total interest costs. Use when the user asks about debt strategist, or needs help with strategic debt payoff planning using proven methods including the debt snowball, avalanche method, consolidation analysis, balance transfer evaluation, and specialized strategies for student loans and mortgages. Do NOT use when the request requires professional financial advice or falls outside the scope of debt strategist.

37 repo stars
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Loan Comparison 2 · ferroxlabs
Compares 2-4 loan options by computing total cost of borrowing (principal plus total interest), monthly payment, effective APR, and total amount repaid for each. Produces a side-by-side comparison matrix so the user can evaluate loan offers on equal terms. Use when the user is comparing loan offers, evaluating financing options, or wants to understand the true cost of borrowing for different loan terms or rates. Do NOT use for debt consolidation analysis (use debt-consolidation-analysis), credit score interpretation, or investment comparison.

37 repo stars
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Tax Filing Prep 2 · ferroxlabs
Walks through the document gathering and organization process for tax filing. Produces a personalized document checklist, filing timeline, and organization system based on the user's income sources and financial activities. Does NOT complete tax returns or provide filing advice. Use when the user asks about preparing to file taxes, what documents they need for tax season, or how to organize for tax filing. Do NOT use for year-end tax planning (use year-end-tax-checklist), tracking deductions during the year (use tax-deduction-tracker), or understanding tax-advantaged accounts (use tax-advantaged-optimizer).

37 repo stars
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Automation For Life 2 · ferroxlabs
Personal automation expertise covering IFTTT applets, Apple Shortcuts, Android automation, financial automation (bill pay, savings, investing), notification management, routine automation, smart home orchestration, and building systems that reduce cognitive load and save time on repetitive life tasks. Use when the user asks about automation for life, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of automation for life or requires a different specialized skill.

37 repo stars
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Declutter Organizer 2 · ferroxlabs
Synthesizes category-based decluttering, Swedish Death Cleaning, minimalism philosophy, and functional organization into The Space Reset System - a practical framework for decluttering and organizing any space or life area. Use when the user asks about declutter organizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of declutter organizer or requires a different specialized skill.

37 repo stars
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Deep Work Optimizer 2 · ferroxlabs
Synthesizes Deep Work (Newport), Flow State (Csikszentmihalyi), Maker's Schedule (Graham), and Biological Prime Time into The Focus Protocol - a system for maximizing cognitively demanding output. Use when the user asks about deep work optimizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of deep work optimizer or requires a different specialized skill.

37 repo stars
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Goal Setting Master 2 · ferroxlabs
Synthesizes SMART goals, OKRs, BHAG, WIG (4DX), and North Star metrics into The Goal Architecture Method - a layered system for setting and achieving goals at every time horizon. Use when the user asks about goal setting master, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of goal setting master or requires a different specialized skill.

37 repo stars
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Phone Cleanup Guide 2 · ferroxlabs
Recover storage space, audit apps, organize photos, improve battery life, and boost phone performance with step-by-step cleanup procedures for iOS and Android. Use when the user asks about phone cleanup guide, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of phone cleanup guide or requires a different specialized skill.

37 repo stars
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Task Capture System 2 · ferroxlabs
Builds a complete task capture system with inbox location, capture criteria, two-minute rule, and processing cadence. Produces a deployable system specification the user can immediately adopt. Use when the user asks about capturing tasks, organizing incoming work, setting up a task inbox, or building a system to track everything they need to do. Do NOT use for prioritizing existing tasks (use task-prioritization), scheduling tasks into time blocks (use time-blocking), or enterprise project intake processes (use business project-management skills).

37 repo stars
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Task Prioritization 2 · ferroxlabs
Applies a structured prioritization method (RICE, MoSCoW, or weighted scoring) to a list of tasks or features. Produces a ranked list with scoring rationale for each item and a clear action sequence. Use when the user asks about prioritizing a backlog, ranking tasks by impact, deciding which features to build first, or applying a scoring framework to competing priorities. Do NOT use for sorting tasks by urgency/importance (use eisenhower-matrix), scheduling tasks into time blocks (use time-blocking), or business strategic prioritization (use business strategy skills).

37 repo stars
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Value Stream Mapper 2 · ferroxlabs
Practical guide to value stream mapping covering current state analysis, waste identification, future state design, improvement planning, and conducting mapping workshops for process optimization. Use when the user asks about value stream mapper, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of value stream mapper or requires a different specialized skill.

37 repo stars
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Zero Based Budgeter 2 · ferroxlabs
Synthesizes Ramsey envelope method, YNAB philosophy, 50/30/20 rule, Pay Yourself First, and Kakeibo into The Intentional Money System - a flexible budgeting framework that adapts to any income level or financial situation. Use when the user asks about zero based budgeter, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of zero based budgeter or requires a different specialized skill.

37 repo stars
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Email Security Hardener 2 · ferroxlabs
Email security expertise covering SPF, DKIM, and DMARC configuration for domain protection, phishing detection techniques, email encryption with PGP and S/MIME, secure email provider evaluation, email header analysis, business email compromise prevention, and building organizational email security policies. Use when the user asks about email security hardener, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of email security hardener or requires a different specialized skill.

37 repo stars
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Bot Builder 2 · ferroxlabs
Bot development expertise covering Slack, Discord, and Telegram bot architecture, command handling patterns, event-driven design, conversation state management, rate limiting, user permission systems, webhook handling, deployment strategies, monitoring, and bot testing approaches. Use when the user asks about bot builder, bot builder best practices, or needs guidance on bot builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Mobile Cicd 2 · ferroxlabs
Expert mobile continuous integration and delivery covering Fastlane automation, code signing management, TestFlight and Google Play deployment pipelines, App Center distribution, automated testing in CI, build versioning strategies, environment configuration, and release management for iOS and Android apps. Use when the user asks about mobile cicd, mobile cicd best practices, or needs guidance on mobile cicd implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Web Scraper 2 · ferroxlabs
Web scraping expertise covering HTTP client selection, HTML parsing with BeautifulSoup and Cheerio, browser automation with Playwright and Puppeteer, rate limiting, robots.txt compliance, session and cookie handling, anti-detection techniques, data extraction patterns, pagination handling, and legal considerations. Use when the user asks about web scraper, web scraper best practices, or needs guidance on web scraper implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Home Energy Audit 2 · ferroxlabs
Conducts a room-by-room home energy audit identifying energy loss points and producing a prioritized fix list with estimated kWh savings, cost per fix, and payback period. Gathers the user's housing type, climate zone, current energy costs, and budget to produce an actionable energy reduction plan distinguishing renter-accessible from homeowner-only improvements. Use when the user asks about reducing home energy bills, finding energy leaks, conducting an energy audit, improving home insulation, or lowering heating and cooling costs. Do NOT use for commercial building energy audits, HVAC system design or installation, solar panel evaluation as an investment, or utility-scale energy efficiency programs.

37 repo stars
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Contract Testing 2 · ferroxlabs
Guides expert-level contract testing implementation: api-design and automation decision frameworks, production-ready patterns, and concrete templates for contract testing workflows. Use when the user asks about contract testing, contract testing configuration, or testing best practices for contract projects. Do NOT use when the user needs a different testing quality capability -- check sibling skills in the testing quality subcategory.

37 repo stars
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Mocking Patterns 2 · ferroxlabs
Guides expert-level mocking patterns implementation: tdd and design-patterns decision frameworks, production-ready patterns, and concrete templates for mocking patterns workflows. Use when the user asks about mocking patterns, mocking patterns configuration, or testing best practices for mocking projects. Do NOT use when the user needs a different testing quality capability -- check sibling skills in the testing quality subcategory.

37 repo stars
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Test Refactoring 2 · ferroxlabs
Guides expert-level test refactoring implementation: refactoring and clean-code decision frameworks, production-ready patterns, and concrete templates for test refactoring workflows. Use when the user asks about test refactoring, test refactoring configuration, or testing best practices for test projects. Do NOT use when the user needs a different testing quality capability -- check sibling skills in the testing quality subcategory.

37 repo stars
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Unit Test Writer 2 · ferroxlabs
Unit test mastery covering test structure (Arrange-Act-Assert), naming conventions, test isolation principles, mocking strategies across frameworks (jest.mock, unittest.mock, Mockito), assertion patterns, edge case coverage, parameterized tests, and test doubles taxonomy (spy, stub, fake, dummy, mock). Use when the user asks about unit test writer, unit test writer best practices, or needs guidance on unit test writer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Budget Travel 2 · ferroxlabs
Budget travel guide covering flight booking strategies and timing, accommodation alternatives like hostels, house-sitting, and Couchsurfing, free activity finding, food budget tips, travel credit card optimization, shoulder season travel, and cost comparison by destination. Use when the user asks about budget travel, or needs help with budget travel guide covering flight booking strategies and timing, accommodation alternatives like hostels, house-sitting, and couchsurfing, free activity finding, food budget tips, travel credit card optimization, shoulder season travel, and cost comparison by destination. Do NOT use when the request requires professional specialized advice or falls outside the scope of budget travel.

37 repo stars
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Culture Guide 2 · ferroxlabs
Cultural etiquette and travel guide covering country-specific customs, greeting protocols, dining etiquette, tipping practices, dress codes, religious site respect, common faux pas, basic phrases, gesture meanings, and gift-giving customs. Use when the user asks about culture guide, or needs help with cultural etiquette and travel guide covering country-specific customs, greeting protocols, dining etiquette, tipping practices, dress codes, religious site respect, common faux pas, basic phrases, gesture meanings, and gift-giving customs. Do NOT use when the request requires professional specialized advice or falls outside the scope of culture guide.

37 repo stars
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Travel Safety 2 · ferroxlabs
Comprehensive travel safety guide covering destination safety research, common scams by region, personal safety tips, money safety including cards vs cash, emergency contacts, travel insurance, health precautions, solo travel safety, and natural disaster awareness. Use when the user asks about travel safety, or needs help with comprehensive travel safety guide covering destination safety research, common scams by region, personal safety tips, money safety including cards vs cash, emergency contacts, travel insurance, health precautions, solo travel safety, and natural disaster awareness. Do NOT use when the request requires professional specialized advice or falls outside the scope of travel safety.

37 repo stars
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CSS Architecture 2 · ferroxlabs
Guides expert-level css architecture implementation: html-css and web-development decision frameworks, production-ready patterns, and concrete templates for css architecture workflows. Use when the user asks about css architecture, css architecture configuration, or html-css best practices for css projects. Do NOT use when the user needs a different web development capability -- check sibling skills in the web development subcategory.

37 repo stars
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Nextjs Architect 2 · ferroxlabs
Next.js architecture expertise covering App Router patterns, server vs client components, data fetching with server actions, middleware, route handlers, ISR, streaming SSR, image optimization, parallel routes, and intercepting routes. Use when the user asks about nextjs architect, nextjs architect best practices, or needs guidance on nextjs architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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State Management 2 · ferroxlabs
Comprehensive state management patterns covering local vs global state, Redux Toolkit, Zustand, Jotai, signals, server state with TanStack Query, URL state, form state, optimistic updates, and state machines with XState. Use when the user asks about state management, state management best practices, or needs guidance on state management implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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API Documentation Writer 2 · ferroxlabs
API documentation expertise covering OpenAPI specification authoring, endpoint documentation patterns, code examples in multiple languages, authentication guides, quickstart tutorials, SDK documentation, error reference guides, versioning strategies, interactive documentation portals, and developer experience optimization. Use when the user asks about api documentation writer, api documentation writer best practices, or needs guidance on api documentation writer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Knowledge Base Architect 2 · ferroxlabs
Internal knowledge management expert covering documentation structure design, wiki architecture (Confluence, Notion, GitBook), information taxonomy, search optimization, content governance, knowledge graph design, documentation-as-code, and content lifecycle management. Use when the user asks about knowledge base architect, knowledge base architect best practices, or needs guidance on knowledge base architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Newsletter Subject Lines 2 · ferroxlabs
Generates 10 email subject line variants with psychological trigger analysis for each option. Use when the user needs subject lines for newsletters, email campaigns, or subscriber emails. Analyzes each option for curiosity gap, benefit clarity, and open-rate optimization. Do NOT use for full newsletter writing (use `newsletter-writing`), cold email subject lines (use `cold-email-outreach`), or professional email subjects (use `professional-email`).

37 repo stars
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Research Paper Structure 2 · ferroxlabs
Structures research papers in IMRaD format (Introduction, Methods, Results, and Discussion) or social sciences format with section-by-section guidance, producing a complete paper framework. Use when the user asks to structure a research paper, write an academic paper, organize a study for publication, or create an IMRaD paper. Do NOT use for literature reviews (use literature-review), abstracts only (use abstract-writing), or editing an existing paper (use academic-paper-review).

37 repo stars
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Science Podcast Producer 2 · ferroxlabs
Producing science-focused podcasts from concept to publication, including expert interview techniques, episode scripting, fact-checking protocols, audio production workflow, and audience growth. Use when the user asks about science podcast producer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of science podcast producer or requires a different specialized skill.

37 repo stars
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AWS Architect 2 · ferroxlabs
AWS architecture. Well-Architected Framework pillars, VPC design, IAM best practices, Lambda/ECS/EKS selection, RDS/DynamoDB selection, S3 patterns, CloudFront CDN, EventBridge, cost optimization, multi-account strategy. Use when the user asks about aws architect, aws architect best practices, or needs guidance on aws architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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GCP Architect 2 · ferroxlabs
GCP architecture. GCP best practices, VPC networking, IAM and service accounts, Cloud Run vs GKE vs Cloud Functions, Cloud SQL/Spanner/Firestore, Cloud CDN, Pub/Sub, cost optimization, organization hierarchy. Use when the user asks about gcp architect, gcp architect best practices, or needs guidance on gcp architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Load Balancer 2 · ferroxlabs
Load balancing design. Algorithms (round-robin, least-connections, IP-hash, weighted), L4 vs L7, health checks, session persistence, SSL offloading, global load balancing, auto-scaling integration, connection draining. Use when the user asks about load balancer, load balancer best practices, or needs guidance on load balancer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 repo stars
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Course Companion 2 · ferroxlabs
Creates study guides and companion materials for online or in-person courses, including key terms, review questions, project ideas, and connection summaries for learners following a structured course. Use when a learner asks for help studying alongside a course, wants a study guide for course material, or needs companion questions and exercises for a course they are taking. Do NOT use for designing an online course (use `online-course-design`), for standalone study planning (use `study-plan`), or for book summarization (use `book-summary`).

37 repo stars

4,845 published skills · page 18 of 49